Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-09-07 1.429864 1.786138 2.265519 2.987542 4.108394 5.909946 9.374104
2025-09-14 0.988159 1.355421 1.933058 3.005956 5.258969 10.992838 36.946135
2025-09-21 0.758798 1.096143 1.677063 2.911869 6.163178 19.080552 329.567709
2025-09-28 0.627561 0.939748 1.513395 2.865850 7.197925 35.721802 NaN
2025-10-05 0.570413 0.888714 1.518291 3.201365 10.273070 148.003510 NaN
2025-10-12 0.515727 0.826503 1.475188 3.387959 13.658629 2265.781274 NaN
2025-10-19 0.461740 0.753246 1.383093 3.366982 16.206704 NaN NaN
2025-10-26 0.412962 0.681203 1.273598 3.221748 17.634640 NaN NaN
2025-11-02 0.383315 0.642664 1.234268 3.312314 22.589999 NaN NaN
2025-11-09 0.361932 0.617477 1.221293 3.506533 32.040172 NaN NaN
2025-11-16 0.337001 0.580917 1.169580 3.503354 39.583714 NaN NaN
2025-11-23 0.310956 0.538647 1.093714 3.344484 42.334835 NaN NaN
2025-11-30 0.297053 0.521900 1.086405 3.535604 66.332613 NaN NaN
2025-12-07 0.280191 0.496525 1.049552 3.553992 90.313440 NaN NaN
2025-12-14 0.262173 0.466553 0.993690 3.432765 103.774203 NaN NaN
2025-12-21 0.247486 0.442744 0.952017 3.373959 130.712168 NaN NaN
2025-12-28 0.243460 0.443075 0.983234 3.803686 500.108894 NaN NaN
2026-01-04 0.235904 0.434143 0.983779 4.045171 3104.340906 NaN NaN
2026-01-11 0.225005 0.416048 0.951257 4.017933 20125.265308 NaN NaN
2026-01-18 0.212880 0.393969 0.902256 3.829968 37028.905106 NaN NaN
2026-01-25 0.205828 0.383692 0.890999 3.947056 NaN NaN NaN
2026-02-01 0.200809 0.377930 0.893987 4.199531 NaN NaN NaN
2026-02-08 0.193260 0.365181 0.870617 4.195384 NaN NaN NaN